Network operator processing method, apparatus, electronic device and storage medium

Abstract

The present disclosure provides a network operator processing method, apparatus, electronic device and storage medium and relates to the field of artificial intelligence such as deep learning and knowledge graph. The method may include: regarding any operator in the network, performing condition analysis on the operator respectively; regarding the operator as an operator supporting spatial reuse and found from lookup if it is determined according to an analysis result that the operator satisfies a spatial reuse condition. The solution of the present disclosure may be applied to save manpower and time costs, and improve the accuracy of the lookup result.

What is claimed is: 
     
         1 . A network operator processing method, comprising:
 regarding any operator in the network, performing condition analysis on the operator respectively; and   regarding the operator as an operator supporting spatial reuse and found from lookup if it is determined according to an analysis result that the operator satisfies a spatial reuse condition.   
     
     
         2 . The method according to  claim 1 , wherein the step of, regarding any operator in the network, performing condition analysis on the operator respectively comprises:
 traversing operators in an operator graph corresponding to the network, where nodes in the operator graph correspond to different operators in the network, respectively, and corresponding nodes are connected by edges according to a data transmission relationship between the operators; and   as for any operator traversed, performing condition analysis on the operator respectively.   
     
     
         3 . The method according to  claim 1 , wherein the determining according to an analysis result that the operator satisfies a spatial reuse condition comprises:
 if it is determined that an input space corresponding to input of the operator is not shared with other operators, and an output space corresponding to output of the operator is not shared with other operators, determining that the operator satisfies the spatial reuse condition, and regarding the other operators as operators other than the operator.   
     
     
         4 . The method according to  claim 1 , further comprising:
 for any operator supporting spatial reuse, configuring the input and output of the operator to be directed to the same space.   
     
     
         5 . The method according to  claim 1 , further comprising:
 for any operator supporting spatial reuse, setting a flag bit for the operator, the flag bit being used to identify the operator as an operator supporting spatial reuse.   
     
     
         6 . An electronic device, comprising:
 at least one processor; and   a memory communicatively connected with the at least one processor;   wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor to enable the at least one processor to perform a network operator processing method, wherein the method comprises:   regarding any operator in the network, performing condition analysis on the operator respectively; and   regarding the operator as an operator supporting spatial reuse and found from lookup if it is determined according to an analysis result that the operator satisfies a spatial reuse condition.   
     
     
         7 . The electronic device according to  claim 6 , wherein the step of, regarding any operator in the network, performing condition analysis on the operator respectively comprises:
 traversing operators in an operator graph corresponding to the network, where nodes in the operator graph correspond to different operators in the network, respectively, and corresponding nodes are connected by edges according to a data transmission relationship between the operators; and   as for any operator traversed, performing condition analysis on the operator respectively.   
     
     
         8 . The electronic device according to  claim 6 , wherein the determining according to an analysis result that the operator satisfies a spatial reuse condition comprises:
 if it is determined that an input space corresponding to input of the operator is not shared with other operators, and an output space corresponding to output of the operator is not shared with other operators, determining that the operator satisfies the spatial reuse condition, and regarding the other operators as operators other than the operator.   
     
     
         9 . The electronic device according to  claim 6 , further comprising:
 for any operator supporting spatial reuse, configuring the input and output of the operator to be directed to the same space.   
     
     
         10 . The electronic device according to  claim 6 , further comprising:
 for any operator supporting spatial reuse, setting a flag bit for the operator, the flag bit being used to identify the operator as an operator supporting spatial reuse.   
     
     
         11 . A non-transitory computer readable storage medium with computer instructions stored thereon, wherein the computer instructions are used for causing a computer to perform a network operator processing method, wherein the method comprises:
 regarding any operator in the network, performing condition analysis on the operator respectively; and   regarding the operator as an operator supporting spatial reuse and found from lookup if it is determined according to an analysis result that the operator satisfies a spatial reuse condition.   
     
     
         12 . The non-transitory computer readable storage medium according to  claim 11 , wherein the step of, regarding any operator in the network, performing condition analysis on the operator respectively comprises:
 traversing operators in an operator graph corresponding to the network, where nodes in the operator graph correspond to different operators in the network, respectively, and corresponding nodes are connected by edges according to a data transmission relationship between the operators; and   as for any operator traversed, performing condition analysis on the operator respectively.   
     
     
         13 . The non-transitory computer readable storage medium according to  claim 11 , wherein the determining according to an analysis result that the operator satisfies a spatial reuse condition comprises:
 if it is determined that an input space corresponding to input of the operator is not shared with other operators, and an output space corresponding to output of the operator is not shared with other operators, determining that the operator satisfies the spatial reuse condition, and regarding the other operators as operators other than the operator.   
     
     
         14 . The non-transitory computer readable storage medium according to  claim 11 , further comprising:
 for any operator supporting spatial reuse, configuring the input and output of the operator to be directed to the same space.   
     
     
         15 . The non-transitory computer readable storage medium according to  claim 11 , further comprising:
 for any operator supporting spatial reuse, setting a flag bit for the operator, the flag bit being used to identify the operator as an operator supporting spatial reuse.